# MassMutual: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 6 judge labels across 1 categories by 6 of 14 models. Page: https://hr-ai-index.com/vendors/massmutual/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| 401(k) providers | 0% | 78 | 83% | 6 |

## And against it

- "frequently mentioned as among the worst offenders due to their high administrative costs, expensive fund options, and sometimes opaque fee structures" (Mistral Small, 401(k) providers)
- "common caution flags in the results include insurance-company-based plans described as expensive by users, and specific providers such as MassMutual" (Perplexity Sonar, 401(k) providers)
- "This category would include companies like Principal, John Hancock, Transamerica, MassMutual, and similar insurers." (DeepSeek V4 Flash, 401(k) providers)
- "often flagged by critics for being slow to adapt to modern technology" (Qwen 3.7 Flash, 401(k) providers)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.